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Wipro Ltd
₹184.00
ARIMA and XGBoost projections trained on data through 14 Aug 2026. Statistical extrapolation for academic purposes, not investment advice.
| Model | MAPE | RMSE | Skill |
|---|---|---|---|
| ARIMAorder=(0, 1, 0) | 0.96% | 2.07 | Beats random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 1.03% | 2.17 | No better than random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹184.00+0.00% vs last close₹178.17 – ₹190.02 | ₹183.66-0.18% vs last close |
| 18 Aug 2026 | ₹184.00+0.00% vs last close₹175.81 – ₹192.58 | ₹183.94-0.03% vs last close |
| 19 Aug 2026 | ₹184.00+0.00% vs last close₹174.01 – ₹194.56 | ₹184.98+0.53% vs last close |
| 20 Aug 2026 | ₹184.00+0.00% vs last close₹172.52 – ₹196.24 | ₹185.57+0.85% vs last close |
| 21 Aug 2026 | ₹184.00+0.00% vs last close₹171.21 – ₹197.74 | ₹186.20+1.20% vs last close |
These are statistical extrapolations of past prices produced by ARIMA and XGBoost models, shown for academic purposes. Metrics come from a walk-forward backtest on data the models were not trained on.
MAPE is mean absolute percentage error and RMSE is root mean squared error, both lower-is-better. Direction is how often the predicted up/down move matched reality, where 50% is a coin flip. The random walk column predicts that tomorrow equals today; a model that does not beat it carries no predictive information.
Nothing here is investment advice or a recommendation to buy, sell or hold any security. Past price behaviour does not determine future returns.
Open
₹183.55
High
₹185.84
Low
₹183.10
Close
₹184.00
Volume
73,66,162
Daily Return
+0.49%
7-Day MA
₹184.97
20-Day MA
₹181.89
Volatility
18.17%
52-Week High
₹263.22
52-Week Low
₹167.09
Avg Volume
1,73,93,259
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Data source: Yahoo Finance via yfinance. Last recorded date: 14 Aug 2026. Historical data points: 22 records.